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Esther Julien
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2020 – today
- 2024
- [j2]Arkadiy Dushatskiy, Esther Julien, Leen Stougie, Leo van Iersel:
Solving the Tree Containment Problem Using Graph Neural Networks. Trans. Mach. Learn. Res. 2024 (2024) - [c3]Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias Boutros Khalil:
Neur2RO: Neural Two-Stage Robust Optimization. ICLR 2024 - [i6]Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil:
Neur2BiLO: Neural Bilevel Optimization. CoRR abs/2402.02552 (2024) - [i5]Arkadiy Dushatskiy, Esther Julien, Leo van Iersel, Leen Stougie:
Solving the Tree Containment Problem Using Graph Neural Networks. CoRR abs/2404.09812 (2024) - 2023
- [j1]Giulia Bernardini
, Leo van Iersel, Esther Julien, Leen Stougie:
Constructing phylogenetic networks via cherry picking and machine learning. Algorithms Mol. Biol. 18(1): 13 (2023) - [c2]Leo van Iersel, Mark Jones, Esther Julien, Yukihiro Murakami:
Making a Network Orchard by Adding Leaves. WABI 2023: 7:1-7:20 - [i4]Giulia Bernardini, Leo van Iersel, Esther Julien, Leen Stougie:
Constructing Phylogenetic Networks via Cherry Picking and Machine Learning. CoRR abs/2304.02729 (2023) - [i3]Leo van Iersel, Mark Jones, Esther Julien, Yukihiro Murakami:
Making a Network Orchard by Adding Leaves. CoRR abs/2305.03106 (2023) - [i2]Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil:
Neur2RO: Neural Two-Stage Robust Optimization. CoRR abs/2310.04345 (2023) - 2022
- [c1]Giulia Bernardini
Reconstructing Phylogenetic Networks via Cherry Picking and Machine Learning. WABI 2022: 16:1-16:22 - [i1]Esther Julien, Krzysztof Postek, S. Ilker Birbil:
Machine Learning for K-adaptability in Two-stage Robust Optimization. CoRR abs/2210.11152 (2022)
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